Make AI part of your operating system, not just your roadmap.
Enterprise AI adoption is not a simple model selection problem; it’s the confluence of strategy, people, platforms, and operations. This Multiplier focuses on the long tail of that journey, adding flexible expert capacity, managed AI operations, modern xOps foundations, and unified data capabilities. The result is a steady curve of AI capability that compounds over time.
How We Do It
Flex Services
Enterprise AI adoption rarely moves in a straight line, and internal capacity almost never matches demand. Flex Services adds an elastic layer of AWS aligned architects and engineers who plug directly into your teams. You gain the ability to surge on critical initiatives, unblock decisions, and keep quality and compliance high without waiting for the next hiring cycle or re-org.
AI Maintenance + Managed Services
Once AI hits production, the real work begins. Our AI Maintenance and Managed Services Multiplier runs continuous monitoring, tuning, and evaluation so your models stay accurate, secure, and cost aware over time. We monitor for drift, bias, hallucination risk, and operational issues, then feed the findings back through updates, governance reviews, and recurring training so your people and models mature together.
xOps Platform Modernization (LLMOps, MLOps, DataOps, DevOps)
Scattered scripts and one off pipelines make AI feel fragile and hard to trust. The xOps Modernization Multiplier consolidates ML, LLM, and DevOps workflows onto a standardized AWS native platform that your teams can share. We design and implement opinionated patterns for model pipelines, deployment, versioning, observability, identity, and automation so delivery moves from ad hoc heroics to a repeatable, platform driven practice.
Unified Data Integration, AI/ML Analytics
AI adoption stalls quickly when each team has its own version of the truth. Our Unified Data Integration and AI/ML Analytics Multiplier builds cloud native pipelines and integrated foundations across operational, financial, geospatial, IoT, and line of business systems. With AWS analytics and streaming services, you gain real time visibility, consistent reporting, and a trusted data backbone that supports everything from basic dashboards to advanced AI at enterprise scale.
Real Results, Real Deployments
Our Enterprise Adoption Solutions Multipliers are already helping organizations modernize their platforms, streamline AI operations, and lay the foundations for running AI reliably across teams and business units.
This financial institution customer leveraged our xOps Platform Modernization Service
This large Energy customer leveraged our Unified Data Integration, AI/ML Analytics solution
The Impact
Standardized, Enterprise-Grade AI Operations
Unified platforms, consistent workflows, and AWS-native best practices across ML, LLM, and DevOps.
Stronger Model Reliability and Governance
Continuous monitoring, governance reviews, and HITL-aligned assurance keep systems safe and compliant.
Integrated Data You Can Trust
Clean, connected, real-time data pipelines that improve accuracy and unlock advanced analytics.
Lower Operational Burden for Internal Teams
Managed services provide oversight, evaluation, and tuning — reducing maintenance overhead.
A Scalable Foundation for Enterprise-Wide AI
Modernized infrastructure, unified data, and consistent xOps patterns enable long-term adoption across the business.